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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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2 results for “LSVM”

Quasar Detection using Linear Support Vector Machine with Learning From Mistakes Methodologycs.LG

LSVM with EBT reduces quasar detection errors by 10x.

problem Rare quasar detection in astronomy with high cost of misclassification.

method Linear Support Vector Machine (LSVM) with Ensemble Bagged Trees (EBT) and Learning from Mistakes.

result 10x reduction in False Negative Rate for quasar detection.

quasar detection LSVM EBT Learning from Mistakes astronomy

2020-10-01abs ↗pdf ↗

Local Support Vector Machines:Formulation and Analysisstat.ML

We provide a formulation for Local Support Vector Machines (LSVMs) that generalizes previous formulations, and brings out the explicit connections to local polynomial learning used in nonparametric estimation literature. We investigate the simplest type of LSVMs called Local Linear Support Vector Machines (LLSVMs). For…

2013-09-14abs ↗pdf ↗